Journal of The Korean Society of Agricultural Engineers (한국농공학회논문집)

The Korean Society of Agricultural Engineers (한국농공학회)
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Estimating of Transplanting Period of Highland Kimchi Cabbage Using UAV Imagery

무인비행체 영상을 활용한 고랭지배추 정식시기 추정

  • Lee, Kyung Do (National Institute of Agriculture Science, Rural Development Administration) ;
  • Park, Chan Won (National Institute of Agriculture Science, Rural Development Administration) ;
  • So, Kyu Ho (National Institute of Agriculture Science, Rural Development Administration) ;
  • Kim, Ki Deog (National Institute of Crop Science, Rural Development Administration) ;
  • Na, Sang Il (National Institute of Agriculture Science, Rural Development Administration)
  • Received : 2017.07.03
  • Accepted : 2017.09.25
  • Published : 2017.11.30
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Abstract

Growth monitoring of highland Kimchi cabbage is very important to respond the fluctuations in supply and demand from middle of August to early September in Korea. For evaluating Kimchi cabbage growth, it needs to classify the transplanting period of Kimchi cabbage, preferentially. This study was conducted to estimate the transplanting period of highland Kimchi cabbage from 2015 to 2016 in the main production area of highland Kimchi cabbage, Anbandegi, Maebongsan, and Gwinemi. Correlation between NDVI (Normalized Difference Vegetation Index) from UAV images and days after transplanting of Kimchi cabbage was high in early transplanting period. But because the growth curve of Kimchi cabbage showed S-type, joint use of multi-temporal linear regression equation for estimation of transplanting period was more suitable. Using application of these equations at Anbandegi, Maebongsan, and Gwinemi, we made the map of transplanting periods of highland Kimchi cabbage. Generally, highland Kimchi cabbage is harvested in sixty days later since transplanting. As a result, we could estimate the harvest time and area of highland Kimchi cabbage.

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References

  1. Ahn, J. H., K. D. Kim, and J. T. Lee, 2014. Growth Modeling of Chinese cabbage in an alpine area. Korean Journal of Agricultural and Forest Meteorology 16(4): 309-315 (in Korean). https://doi.org/10.5532/KJAFM.2014.16.4.309
  2. Cohen, W. B., 1991. Response of vegetation indices to change in three measures of leaf water stress. Photogrammetric Engineering and Remote Sensing 57(2):195-202.
  3. Jensen, J. R., 2004. Introduction digital image processing : a remote sensing perspective, 3rd Edition. Pearson Education, p 580.
  4. Kim, K. D., J. T. Suh, J. N. Lee, D. L. Yoo, M. Kwon, and S. C. Hong, 2015. Evaluation of factors related to productivity and yield estimation based on growth characteristics and growing degree days in highland kimchi cabbage. Korean Journal of Horticultural Science and Technology 33(6):911-922 (in Korean). https://doi.org/10.7235/hort.2015.15074
  5. Lee, K. D., S. I. Na, S. C. Baek, K. D. Park, J. S. Choi, S. J. Kim, H. J. Kim, H. S. Choi, and S. Y. Hong, 2015. Estimating the amount of nitrogen in hairy vetch on paddy fields using unmanned aerial vehicle imagery. Journal of Korean Society of Soil Science and Fertilizer 48(5): 384-390 (in Korean). https://doi.org/10.7745/KJSSF.2015.48.5.384
  6. Lee, K. D., Y. E. Lee, C. W. Park, S. Y. Hong, and S. I. Na, 2016. Study on reflectance and NDVI of aerial images using a fixed-wing UAV "Ebee", Journal of Korean Society of Soil Science and Fertilizer 49(6): 731-742 (in Korean). https://doi.org/10.7745/KJSSF.2016.49.6.731
  7. Lee, K. D., C. W. Park, K. H. So, K. D. Kim, and S. I. Na, 2017. Characteristics of UAV aerial images for monitoring of highland Kimchi cabbage. Journal of Korean Society of Soil Science and Fertilizer 50(3): 162-178 (in Korean). https://doi.org/10.7745/KJSSF.2017.50.3.162
  8. Lyon, J. G., D. Yuan, R. S. Lunetta, and C. D. Elvidge, 1998. A change detection experiment using vegetation indices. Photogrammetric Engineering and Remote Sensing 64(2):143-150.
  9. Na, S. I., S. Y. Hong, C. W. Park, K. D. Kim, and K. D. Lee, 2016. Estimation of Highland Kimchi Cabbage Growth using UAV NDVI and Agro-meteorological Factors, Journal of Korean Society of Soil Science and Fertilizer 49(5): 420-428 (in Korean). https://doi.org/10.7745/KJSSF.2016.49.5.420
  10. Park, J. K. and J. H. Park, 2015. Crop classification using imagery of unmanned aerial vehicle. Journal of the Korean Society of Agricultural Engineers 57(6): 91-97 (in Korean). https://doi.org/10.5389/KSAE.2015.57.6.091
  11. Park, J. K. and J. H. Park, 2016. Applicability evaluation of agricultural subsides inspection using unmanned aerial vehicle. Journal of the Korean Society of Agricultural Engineers 57(6): 91-97 (in Korean).
  12. Richardson, A. J. and J. H. Everitt, 1992. Using spectral vegetation indices to estimate rangeland productivity. Geocarto International 1:63-77.103:104-113.